期刊论文详细信息
Frontiers in Psychology | |
Illustrating Bayesian Evaluation of Informative Hypotheses for Regression Models | |
Anouck Kluytmans1  | |
关键词: informative hypotheses; Bayes factor; effect size; BIEMS; multiple regression; Bayesian hypothesis evaluation; | |
DOI : 10.3389/fpsyg.2012.00002 | |
学科分类:心理学(综合) | |
来源: Frontiers | |
【 摘 要 】
In the present article we illustrate a Bayesian method of evaluating informative hypotheses for regression models. Our main aim is to make this method accessible to psychological researchers without a mathematical or Bayesian background. The use of informative hypotheses is illustrated using two datasets from psychological research. In addition, we analyze generated datasets with manipulated differences in effect size to investigate how Bayesian hypothesis evaluation performs when the magnitude of an effect changes. After reading this article the reader is able to evaluate his or her own informative hypotheses.【 授权许可】
CC BY
【 预 览 】
Files | Size | Format | View |
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RO201904028867799ZK.pdf | 1683KB | download |